Support pass kwargs to cogvideox custom attention processor

[huanngzh]

What does this PR do?

Pass kwargs to custom attention processor is preferable when implementing layout control, attention replacing or introducing side effect to attention computation. Now this feature is supported by sd, sdxl, FLUX, sd3 series, but not CogVideoX. This PR fix the problem, and may support future training-free experiments in CogVideoX series models.

Example code:

class CustomCogVideoXAttnProcessor2_0:
    def __init__(self, **custom_args):
        super().__init__()
        # some initialization
    
    def __call__(self, ..., added_argu=None) -> torch.FloatTensor:
        # custom attention forward pass

custom_processor = CustomCogVideoXAttnProcessor2_0(**custom_args)
pipe.transformer.set_attn_processor(custom_processor) # cogvideox pipeline
attention_kwargs = {"added_argu": 100} # prepare passing added_argu to attention processor
pipe.transformer(..., attention_kwargs=attention_kwargs) # custom transformer forward pass

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Hello @yiyixuxu @sayakpaul, I just want to do the same to CogVideoX as to FLUX in #9517 and to SD3 in #9818

[a-r-r-o-w]

Thanks!

[HuggingFaceDocBuilderDev]

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[yiyixuxu]

thanks!